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Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/886

Title: Algorithm BIDIMS for Automated Systematization of Data Array. Case Study: Rediscovering Mendeleev’s Periodic Table of Chemical Elements
Authors: Zagoruiko, Andrey
Zagoruiko, Nikolay
Keywords: Bidimensional Structure
Data Mining
Ordering
Prediction
Approximation
Issue Date: 2004
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: The method (algorithm BIDIMS) of multivariate objects display to bidimensional structure in which the sum of differences of objects properties and their nearest neighbors is minimal is being described. The basic regularities on the set of objects at this ordering become evident. Besides, such structures (tables) have high inductive opportunities: many latent properties of objects may be predicted on their coordinates in this table. Opportunities of a method are illustrated on an example of bidimentional ordering of chemical elements. The table received in result practically coincides with the periodic Mendeleev table.
URI: http://hdl.handle.net/10525/886
ISSN: 1313-0463
Appears in Collections:Volume 11 Number 4

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